COVID-19 Analysis Report: United States

Executive Summary: Project for Data analysis and visualization that shows statistics, trends and predictions for COVID-19 pandemic in the United States of America.
This project presents a comprehensive data analysis and visualization of COVID-19 infection, death rates, vaccination trends, hospitalization occupancy lockdown orders and economic indicators at both national and state levels. It also highlights the difference between forecasted infection rates and actual COVID-19 data.

103M+
Total Cases
1.2M+
Total Deaths
347M
Population
206M+
Vaccinations

Data source:

Data was collected from multiple sources including Centers for Disease Control and Prevention or US Bureau Of Labor Statistics.

Included plots:

Confirmed Cases

Interactive visualization showing the progression of confirmed COVID-19 cases across different time periods.

Confirmed Deaths

Interactive visualization showing the progression of confirmed COVID-19 deaths across different time periods.

Cumulative Number Of Cases

Animated plot showing the cumulative number of confirmed COVID-19 cases in comparison to other countries

Cumulative Number Of Deaths

Animated plot showing the cumulative number of confirmed COVID-19 deaths in comparison to other countries

Total Deaths By State Map

Map displaying total number of COVID-19 deaths by state with interactive features.

Normalized Deaths By State Map

Map displaying death rate per 100 000 people by state with interactive features.

Countrywide Vaccination Trends

Overview of COVID-19 vaccination trends (full, 1 dose, boosters) countrywide.

State Vaccination Trends

Interactive overview of COVID-19 vaccination trends (full, 1 dose, boosters) statewide.

Hospital admissions vs new cases

Animated plot showing weekly COVID-19 hospital admissions compared to weekly new cases.

Hospital vs ICU occupancy

Animated plot showing COVID-19 related hospital vs ICU occupancy.

Weekly new cases forecast with ARIMA

Statistical forecasting model (ARIMA) predicting weekly new cases vs actual data.

Weekly new cases forecast with SARIMA

Statistical forecasting model (SARIMA) predicting weekly new cases vs actual data.

Covid Cases Colleges Map

Cumulative COVID-19 cases in US colleges during the 2020/2021 academic year

Statewide stay-at-home orders

Map visualizing states that did (or did not) issue a stay-at-home order in response to the pandemic

Economic Indicators

Interactive plot showing how economic indicators such as unemployment rate, export and import were affected during COVID-19 outbreak.

Unemployment rate per state

Map displaying state-level unemployment rate changes throughout the years.

Report Generated: June 01, 2025 at 01:26 UTC
Authors: Barbara Pawlowska, Agata Paluch